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kaifanli/bart-base-japanese-tobyoki-pairwise-wo_space

sourceHugging Facecc-by-sa-4.0updated 3y agoView on Hugging Face
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bart-base-japanese-tobyoki-pairwise-wo_space

This model is a fine-tuned version of ku-nlp/bart-base-japanese on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 3.2694
  • —Rouge1: 18.7407
  • —Rouge2: 3.1211
  • —Rougel: 10.9379
  • —Rougelsum: 15.8203
  • —Gen Len: 95.0245

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • —learning_rate: 5e-05
  • —trainbatchsize: 1
  • —evalbatchsize: 1
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5.0

Training results

Training LossEpochStepValidation LossRouge1Rouge2RougelRougelsumGen Len
0.78331.020252.575116.33431.288811.012815.280265.3776
0.33082.040502.942317.95142.809110.913315.406891.6503
0.23023.060753.062516.14533.002610.27214.071677.1993
0.15764.081003.230817.84092.993710.876515.620388.3986
0.10555.0101253.269418.74073.121110.937915.820395.0245

Framework versions

  • —Transformers 4.30.0
  • —Pytorch 2.0.1+cu117
  • —Datasets 2.14.4
  • —Tokenizers 0.13.3